Big Data and Cloud Computing Opportunities and Application Areas

Authors

  • Aws I. Abueid Faculty of Computing Studies, Arab Open University, Jordan \
Volume: 14 | Issue: 3 | Pages: 14509-14516 | June 2024 | https://doi.org/10.48084/etasr.7339

Abstract

The exponential growth of digital data has created new challenges and opportunities to process, store, and analyze large datasets. Cloud computing has transformed the way businesses manage their IT infrastructure by providing a scalable and cost-effective platform for data storage and processing. Because of this, businesses now have access to new opportunities to exploit big data and thus acquire insights into the behavior of their customers, increase the efficiency of their operations, and drive innovation. Furthermore, big data analysis enables the exploration of links between a set of independent data, revealing many aspects that enable the prediction of correct decisions that can aid the achievement of desired goals. With this in mind, the purpose of this article is to investigate the ways in which big data analysis can be put to use in fields such as healthcare, presenting specific instances of effective use along the way. The purpose of this study is to provide a comprehensive overview of the opportunities and application areas offered by big data and cloud computing, as well as to highlight the need for businesses and organizations to adopt these technologies to maintain their competitive edge in the digital age. Furthermore, this paper emphasizes the importance of big data analysis in facilitating decision-making and goal achievement, and it encourages businesses and organizations to adopt these technologies to stay competitive in an increasingly data-driven world. It also discusses the ethical, legal, and security issues that arise when dealing with large amounts of data, as well as ways to address these challenges.

Keywords:

Hadoop, analytics, big data, cloud computing, decision-making

Downloads

Download data is not yet available.

References

M. Morshed and L. Yuan, "Big Data in Cloud Computing: An Analysis of Issues and Challenges," International Journal of Advanced Studies in Computers, Science and Engineering, vol. 6, no. 4, pp. 7–11, Jan. 2017.

J. Surbiryala and C. Rong, "Cloud Computing: History and Overview," in Cloud Summit, Washington, DC, USA, Aug. 2019, pp. 1–7.

L. Haji, O. Ahmed, S. Zeebaree, H. Dino, R. Zebari, and H. Shukur, "Impact of Cloud Computing and Internet of Things on the Future Internet," Technology Reports of Kansai University, vol. 62, no. 5, pp. 2179–2190, Jun. 2020.

S. K. Singh and M. Del Giudice, "Big data analytics, dynamic capabilities and firm performance," Management Decision, vol. 57, no. 8, pp. 1729–1733, Jan. 2019.

N. Y. Chong, "Cloud Computing Challenges in a General Perspective," Journal of Computing and Management Studies, vol. 1, no. 3, pp. 1–15, 2019.

M. Islam and S. Reza, "The Rise of Big Data and Cloud Computing," Internet of Things and Cloud Computing, vol. 7, no. 2, pp. 45–53, 2019.

"Big Data Platform - Amazon EMR - AWS." https://aws.amazon.com/emr/.

W. F. S. W. Kamalluarifin, M. Tarmidi, and R. A. Roni, "Bridging the Gap Between Industry and Undergraduates’ Skill Expectation for Big Data Analysis," International Journal of Business Management, vol. 5, no. 1, pp. 23–26, Dec. 2022.

A. Erraissi and A. Belangour, "Capturing Hadoop Storage Big Data Layer Meta-Concepts," in International Conference on Advanced Intelligent Systems for Sustainable Development, Marrakech, Morocco, Jul. 2019, pp. 413–421.

M. N. Sakib, "Role of big data in achieving competitive advantage," in Management Education for Achieving Sustainable Development Goals in the Context of Bangladesh, Dhaka, Bangladesh: University of Dhaka, 2022, pp. 137–145.

S. S. Chauhan, E. S. Pilli, R. C. Joshi, G. Singh, and M. C. Govil, "Brokering in interconnected cloud computing environments: A survey," Journal of Parallel and Distributed Computing, vol. 133, pp. 193–209, Nov. 2019.

V. C. F. Gomes, G. R. Queiroz, and K. R. Ferreira, "An Overview of Platforms for Big Earth Observation Data Management and Analysis," Remote Sensing, vol. 12, no. 8, Jan. 2020, Art. no. 1253.

Y. Cui, S. Kara, and K. C. Chan, "Manufacturing big data ecosystem: A systematic literature review," Robotics and Computer-Integrated Manufacturing, vol. 62, Apr. 2020, Art. no. 101861.

S. McLachlan, "45 Facebook Statistics Marketers Need to Know in 2024," Hootsuite, Jan. 12, 2024. https://blog.hootsuite.com/facebook-statistics/.

N. Khan, A. Naim, M. R. Hussain, Q. N. Naveed, N. Ahmad, and S. Qamar, "The 51 V’s Of Big Data: Survey, Technologies, Characteristics, Opportunities, Issues and Challenges," in International Conference on Omni-Layer Intelligent Systems, Crete, Greece, Dec. 2019, pp. 19–24.

C. Yang, Q. Huang, Z. Li, K. Liu, and F. Hu, "Big Data and cloud computing: innovation opportunities and challenges," International Journal of Digital Earth, vol. 10, no. 1, pp. 13–53, Jan. 2017.

S. Goyal, "Public vs Private vs Hybrid vs Community - Cloud Computing: A Critical Review," International Journal of Computer Network and Information Security, vol. 6, no. 3, pp. 20–29, 2014.

N. Zanoon, A. Al-Haj, and S. M. Khwaldeh, "Cloud Computing and Big Data is there a Relation between the Two: A Study," International Journal of Applied Engineering Research, vol. 12, no. 17, pp. 6970–6982, 2017.

M.-H. Kuo, T. Sahama, A. W. Kushniruk, E. M. Borycki, and D. K. Grunwell, "Health big data analytics: current perspectives, challenges and potential solutions," International Journal of Big Data Intelligence, vol. 1, no. 1–2, pp. 114–126, Jan. 2014.

Z. S. Ageed et al., "Comprehensive Survey of Big Data Mining Approaches in Cloud Systems," Qubahan Academic Journal, vol. 1, no. 2, pp. 29–38, Apr. 2021.

M. Almorsy, J. Grundy, and A. S. Ibrahim, "Adaptable, model-driven security engineering for SaaS cloud-based applications," Automated Software Engineering, vol. 21, no. 2, pp. 187–224, Apr. 2014.

Z. Zeng and B. Veeravalli, "Optimal metadata replications and request balancing strategy on cloud data centers," Journal of Parallel and Distributed Computing, vol. 74, no. 10, pp. 2934–2940, Oct. 2014.

B. Berisha, E. Meziu, and I. Shabani, "Big data analytics in Cloud computing: an overview," Journal of Cloud Computing, vol. 11, no. 1, Aug. 2022, Art. no. 24.

O. J. Ajimoko, "Considerations for the Adoption of Cloud based Big Data Analytics in Small Business Enterprises," Electronic Journal of Information Systems Evaluation, vol. 21, no. 2, pp. 63–79, Nov. 2018.

Y. Liu, A. Soroka, L. Han, J. Jian, and M. Tang, "Cloud-based big data analytics for customer insight-driven design innovation in SMEs," International Journal of Information Management, vol. 51, Apr. 2020, Art. no. 102034.

D. C. Chou, "Cloud computing: A value creation model," Computer Standards & Interfaces, vol. 38, pp. 72–77, Feb. 2015.

S. N. Ahmad and M. Laroche, "Analyzing electronic word of mouth: A social commerce construct," International Journal of Information Management, vol. 37, no. 3, pp. 202–213, Jun. 2017.

M. Khan and M. D. Ansari, "Security and Privacy Issue of Big Data over the Cloud Computing: A Comprehensive Analysis," International Journal of Recent Technology and Engineering, vol. 7, no. 6, pp. 413–417, 2019.

L. A. Tawalbeh and G. Saldamli, "Reconsidering big data security and privacy in cloud and mobile cloud systems," Journal of King Saud University - Computer and Information Sciences, vol. 33, no. 7, pp. 810–819, Sep. 2021.

M. Al-Ruithe, E. Benkhelifa, and K. Hameed, "A systematic literature review of data governance and cloud data governance," Personal and Ubiquitous Computing, vol. 23, no. 5, pp. 839–859, Nov. 2019.

P. Zhang, F. Xiong, J. Gao, and J. Wang, "Data quality in big data processing: Issues, solutions and open problems," in SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), San Francisco, CA, USA, Aug. 2017, pp. 1–7.

A. I. A. Eid, W. Awang, Mzarina, and A. Zakaria, "Data Replication Algorithms and Cloud Systems Optimization a Review," International Journal of Advanced Science and Technology, vol. 29, no. 3, pp. 4075–4088, Jan. 2020.

N. C. Eli-Chukwu, "Applications of Artificial Intelligence in Agriculture: A Review," Engineering, Technology & Applied Science Research, vol. 9, no. 4, pp. 4377–4383, Aug. 2019.

Z. A. Mohammed, H. Q. Gheni, Z. J. Hussein, and A. K. M. Al-Qurabat, "Advancing Cloud Image Security via AES Algorithm Enhancement Techniques," Engineering, Technology & Applied Science Research, vol. 14, no. 1, pp. 12694–12701, Feb. 2024.

S. Sahoo, S. C. Swain, R. Dash, and P. Samal, "Forecasting Tariff Rates and Enhancing Power Quality in Microgrids: The Synergistic Role of LSTM and UPQC," Engineering, Technology & Applied Science Research, vol. 14, no. 1, pp. 12506–12511, Feb. 2024.

Downloads

How to Cite

[1]
A. I. Abueid, “Big Data and Cloud Computing Opportunities and Application Areas”, Eng. Technol. Appl. Sci. Res., vol. 14, no. 3, pp. 14509–14516, Jun. 2024.

Metrics

Abstract Views: 180
PDF Downloads: 143

Metrics Information